diff --git "a/data/oxygen_rural_health_centre.csv" "b/data/oxygen_rural_health_centre.csv"
new file mode 100644--- /dev/null
+++ "b/data/oxygen_rural_health_centre.csv"
@@ -0,0 +1,10001 @@
+id,facility_level,facility_id,region_type,bed_count,has_icu,has_nicu,has_piped_oxygen,has_biomedical_technician,primary_oxygen_source,concentrator_count,concentrator_functional,concentrator_mean_age_years,concentrator_maintenance_available,cylinder_count_full,cylinder_count_empty,days_since_cylinder_refill,PSA_plant_functional,pulse_oximeter_available,pulse_oximeter_functional,SpO2_screening_routine,oxygen_available_today,oxygen_sufficient_for_demand,oxygen_stockout_days_last_month,shortage_cause,year,month,patients_needing_oxygen,primary_condition,patients_received_oxygen,patients_untreated_hypoxemia,flow_rate_adequate,deaths_hypoxemia_related,referred_for_oxygen,monthly_oxygen_cost_usd,distance_to_refill_km,transport_available_for_cylinders,power_source,power_outage_hours_last_week
+1,rural_health_centre,O2_0018,rural,42,0,0,0,0,none,0,0,0.6,0,1,1,4,0,0,0,0,0,0,4,no_oxygen_source,2022,10,5,pneumonia_adult,0,5,0,2,3,22.0,85.0,0,none,38
+2,rural_health_centre,O2_0093,rural,5,0,0,0,0,none,0,0,10.8,0,0,1,15,0,1,0,0,0,0,30,no_oxygen_source,2023,2,2,heart_failure,0,2,0,1,0,23.0,253.0,0,none,35
+3,rural_health_centre,O2_0120,rural,46,0,0,0,0,cylinder_portable,0,0,6.6,0,1,1,6,0,1,0,0,0,0,5,PSA_plant_breakdown,2023,1,2,neonatal_respiratory,0,2,0,2,0,0.0,9.0,0,none,60
+4,rural_health_centre,O2_0099,rural,63,0,0,0,0,cylinder_piped,0,0,1.1,0,0,1,30,0,0,0,0,0,0,14,no_oxygen_source,2023,9,2,pneumonia_child,0,2,0,1,0,37.0,6.0,0,solar,89
+5,rural_health_centre,O2_0197,rural,37,0,0,0,0,cylinder_piped,0,0,2.3,0,0,1,33,0,0,0,0,0,0,1,no_oxygen_source,2024,7,2,heart_failure,0,2,0,2,0,65.0,15.0,0,none,58
+6,rural_health_centre,O2_0048,rural,97,0,0,0,0,cylinder_portable,0,0,4.5,0,0,0,51,0,0,0,0,0,0,17,demand_surge,2024,1,4,pneumonia_child,0,4,0,2,1,6.0,125.0,0,none,34
+7,rural_health_centre,O2_0149,rural,5,0,0,0,0,cylinder_portable,0,0,1.2,0,0,1,129,0,0,0,0,0,0,9,no_oxygen_source,2021,3,2,neonatal_respiratory,0,2,0,1,0,57.0,125.0,0,grid_unreliable,90
+8,rural_health_centre,O2_0030,peri_urban,15,0,0,0,0,none,0,0,34.4,1,0,2,88,0,0,0,0,0,0,25,funding_for_refill,2022,8,4,pneumonia_adult,0,4,0,2,2,88.0,7.0,0,generator_only,28
+9,rural_health_centre,O2_0064,peri_urban,43,0,0,0,0,oxygen_concentrator,0,0,0.1,0,1,0,8,0,0,0,0,0,0,1,concentrator_malfunction,2022,4,3,neonatal_respiratory,0,3,0,2,0,54.0,6.0,0,grid_unreliable,14
+10,rural_health_centre,O2_0160,rural,5,0,0,0,0,none,0,0,7.9,0,0,1,10,0,0,0,0,0,0,1,empty_cylinders_not_collected,2022,11,3,sepsis,0,3,0,0,1,54.0,72.0,0,none,57
+11,rural_health_centre,O2_0111,rural,5,0,0,0,0,cylinder_portable,0,0,0.8,0,0,1,204,0,0,0,0,0,0,11,no_oxygen_source,2024,7,2,severe_malaria,0,2,0,2,0,42.0,149.0,0,none,136
+12,rural_health_centre,O2_0104,rural,5,0,0,0,0,none,0,0,18.2,0,2,0,29,0,0,0,0,0,0,30,funding_for_refill,2022,6,7,other_hypoxemia,0,7,0,5,4,26.0,23.0,0,none,0
+13,rural_health_centre,O2_0020,rural,5,0,0,0,0,none,2,0,0.1,0,1,0,43,0,1,0,0,0,0,26,concentrator_malfunction,2024,6,1,pneumonia_child,0,1,0,1,0,4.0,43.0,0,grid_unreliable,93
+14,rural_health_centre,O2_0193,rural,55,0,1,0,0,none,0,0,17.2,0,0,1,66,0,0,0,0,0,0,5,cylinder_delivery_delay,2023,12,0,asthma_severe,0,0,0,0,0,0.0,43.0,1,solar,83
+15,rural_health_centre,O2_0118,rural,5,0,0,0,0,none,0,0,4.2,0,0,1,11,0,0,0,0,0,0,1,power_outage,2023,6,4,severe_malaria,0,4,0,3,0,24.0,31.0,0,none,3
+16,rural_health_centre,O2_0118,rural,19,0,0,0,0,none,0,0,8.3,0,2,2,53,0,0,0,0,1,1,0,not_applicable,2021,9,2,neonatal_respiratory,0,2,0,2,0,0.0,487.0,0,generator_only,136
+17,rural_health_centre,O2_0134,rural,5,0,0,0,0,none,0,0,14.1,1,0,1,18,0,0,0,0,0,0,16,no_oxygen_source,2024,2,2,pneumonia_child,0,2,0,1,0,61.0,28.0,0,none,2
+18,rural_health_centre,O2_0126,rural,5,0,0,0,0,none,0,0,11.4,0,1,0,29,0,0,0,0,0,0,15,no_oxygen_source,2024,3,5,COVID19_severe,0,5,0,4,1,37.0,19.0,0,none,34
+19,rural_health_centre,O2_0052,rural,33,0,0,1,0,none,0,0,11.9,0,0,5,5,0,0,0,0,0,0,10,no_oxygen_source,2024,1,5,pneumonia_child,0,5,0,2,1,46.0,485.0,0,none,38
+20,rural_health_centre,O2_0130,rural,5,0,0,1,0,oxygen_concentrator,0,0,9.1,0,2,1,6,0,0,0,0,0,0,1,no_oxygen_source,2023,2,0,COPD_exacerbation,0,0,0,0,0,22.0,288.0,0,none,25
+21,rural_health_centre,O2_0156,rural,5,0,0,0,0,cylinder_piped,0,0,4.9,0,1,1,73,0,0,0,0,0,0,30,funding_for_refill,2024,11,2,pneumonia_child,0,2,0,2,0,13.0,260.0,0,none,93
+22,rural_health_centre,O2_0192,rural,5,0,0,0,0,none,0,0,4.8,0,0,0,15,0,0,0,0,0,0,1,no_oxygen_source,2024,10,8,COVID19_severe,0,8,0,6,1,22.0,79.0,0,grid_unreliable,443
+23,rural_health_centre,O2_0059,peri_urban,5,0,0,0,0,cylinder_portable,0,0,1.0,0,0,0,25,0,0,0,0,1,1,0,not_applicable,2021,1,3,surgical_anaesthesia,0,3,0,2,0,53.0,76.0,0,none,43
+24,rural_health_centre,O2_0149,rural,5,0,0,0,1,cylinder_portable,0,0,0.2,1,0,0,7,0,0,0,0,0,0,22,no_oxygen_source,2024,4,0,asthma_severe,0,0,0,0,0,66.0,8.0,0,none,41
+25,rural_health_centre,O2_0050,rural,93,0,0,0,0,none,0,0,5.5,0,0,0,0,0,0,0,0,1,1,0,not_applicable,2024,12,4,pneumonia_child,0,4,0,3,0,31.0,172.0,1,grid_reliable,117
+26,rural_health_centre,O2_0078,rural,13,0,0,0,0,none,0,0,1.6,0,0,1,9,0,0,0,0,0,0,30,funding_for_refill,2023,2,6,trauma,0,6,0,3,1,17.0,135.0,0,none,9
+27,rural_health_centre,O2_0072,peri_urban,69,0,0,0,0,none,0,0,0.6,0,1,2,97,0,0,0,0,0,0,4,concentrator_malfunction,2024,12,0,other_hypoxemia,0,0,0,0,0,31.0,46.0,0,none,52
+28,rural_health_centre,O2_0070,rural,5,0,0,0,0,none,0,0,1.8,0,1,1,10,0,0,0,0,0,0,25,concentrator_malfunction,2022,8,3,COVID19_severe,0,3,0,0,0,0.0,75.0,0,none,99
+29,rural_health_centre,O2_0061,rural,49,0,0,0,0,none,0,0,0.7,0,1,0,34,0,0,0,0,0,0,4,no_oxygen_source,2022,11,4,sepsis,0,4,0,3,1,4.0,17.0,0,none,19
+30,rural_health_centre,O2_0175,rural,69,0,0,0,0,none,0,0,16.3,0,0,1,41,0,0,0,0,0,0,23,PSA_plant_breakdown,2023,9,2,pneumonia_child,0,2,0,0,0,40.0,106.0,0,none,1
+31,rural_health_centre,O2_0168,rural,5,0,0,0,0,oxygen_concentrator,0,0,26.7,0,1,0,69,0,0,0,0,0,0,1,regulator_valve_failure,2022,12,1,pneumonia_child,0,1,0,1,0,34.0,347.0,0,none,52
+32,rural_health_centre,O2_0061,rural,29,0,0,0,0,none,0,0,24.4,0,1,1,23,0,0,0,0,0,0,10,no_oxygen_source,2024,8,4,COPD_exacerbation,0,4,0,2,1,37.0,96.0,0,none,4
+33,rural_health_centre,O2_0177,peri_urban,5,0,0,0,0,cylinder_portable,0,0,5.4,0,0,2,44,0,0,0,0,0,0,12,piping_system_leak,2022,4,1,COPD_exacerbation,0,1,0,0,0,19.0,352.0,0,none,41
+34,rural_health_centre,O2_0141,rural,5,0,0,0,0,none,0,0,5.0,0,0,1,81,0,0,0,0,0,0,19,funding_for_refill,2022,6,3,neonatal_respiratory,0,3,0,1,1,28.0,127.0,0,none,26
+35,rural_health_centre,O2_0006,rural,5,0,0,0,0,cylinder_portable,0,0,3.9,0,1,1,41,0,0,0,0,0,0,22,cylinder_delivery_delay,2024,6,4,heart_failure,0,4,0,3,1,3.0,142.0,0,none,83
+36,rural_health_centre,O2_0143,rural,5,0,0,0,0,none,0,0,0.0,0,1,2,15,0,0,0,0,0,0,8,no_oxygen_source,2021,10,4,surgical_anaesthesia,0,4,0,2,0,0.0,33.0,0,grid_unreliable,0
+37,rural_health_centre,O2_0068,peri_urban,53,0,0,0,0,none,0,0,8.4,0,1,0,127,0,0,0,0,0,0,10,no_oxygen_source,2024,3,1,pneumonia_child,0,1,0,0,0,28.0,133.0,0,none,26
+38,rural_health_centre,O2_0032,rural,28,0,0,0,0,oxygen_concentrator,0,0,6.2,0,0,2,153,0,0,0,0,0,0,8,concentrator_malfunction,2023,5,1,pneumonia_adult,0,1,0,1,0,28.0,137.0,0,none,2
+39,rural_health_centre,O2_0105,rural,47,0,0,0,0,cylinder_portable,0,0,0.7,0,2,1,62,0,0,0,0,0,0,12,no_oxygen_source,2022,5,5,severe_malaria,0,5,0,4,1,42.0,24.0,0,none,42
+40,rural_health_centre,O2_0133,rural,14,0,0,0,0,none,0,0,8.3,0,0,0,43,0,0,0,0,1,1,0,not_applicable,2022,5,3,trauma,0,3,0,1,0,42.0,23.0,0,none,10
+41,rural_health_centre,O2_0195,urban,76,0,1,0,0,none,0,0,0.1,0,0,1,78,0,0,0,0,0,0,30,no_oxygen_source,2023,1,6,pneumonia_child,0,6,0,2,2,25.0,66.0,0,none,16
+42,rural_health_centre,O2_0176,rural,28,0,0,1,0,none,0,0,2.1,0,0,1,7,0,0,0,0,0,0,6,concentrator_malfunction,2022,10,2,trauma,0,2,0,0,0,43.0,60.0,0,none,25
+43,rural_health_centre,O2_0073,rural,5,0,1,0,0,none,2,0,8.5,0,0,2,73,0,0,0,0,0,0,1,concentrator_malfunction,2022,1,4,other_hypoxemia,0,4,0,1,0,30.0,270.0,0,none,100
+44,rural_health_centre,O2_0043,rural,5,0,0,0,0,cylinder_piped,1,0,5.6,1,0,0,150,0,0,0,0,0,0,30,piping_system_leak,2022,12,0,pneumonia_adult,0,0,0,0,0,20.0,32.0,0,none,16
+45,rural_health_centre,O2_0132,peri_urban,5,0,0,0,0,cylinder_piped,0,0,6.9,0,0,2,49,0,0,0,0,0,0,10,power_outage,2024,8,2,pneumonia_child,0,2,0,1,0,28.0,70.0,0,none,52
+46,rural_health_centre,O2_0184,urban,5,0,0,0,0,none,0,0,14.2,1,1,1,39,0,0,0,0,0,0,14,no_oxygen_source,2023,6,5,COPD_exacerbation,0,5,0,4,0,32.0,28.0,0,none,219
+47,rural_health_centre,O2_0146,peri_urban,5,0,0,0,0,none,0,0,10.1,0,0,1,2,0,0,0,0,0,0,15,no_oxygen_source,2021,4,6,neonatal_respiratory,0,6,0,4,1,40.0,74.0,0,none,1
+48,rural_health_centre,O2_0073,rural,47,0,0,0,0,none,0,0,10.9,0,1,2,7,0,1,0,0,0,0,5,no_oxygen_source,2023,2,2,trauma,0,2,0,0,0,60.0,170.0,0,none,21
+49,rural_health_centre,O2_0164,rural,5,0,0,0,0,oxygen_concentrator,1,0,7.9,0,0,1,29,0,0,0,0,0,0,8,power_outage,2022,8,3,pneumonia_adult,0,3,0,1,1,30.0,159.0,0,grid_reliable,66
+50,rural_health_centre,O2_0073,urban,59,0,0,0,0,none,0,0,2.9,0,0,2,44,0,0,0,0,0,0,8,supplier_stockout,2022,12,3,pneumonia_adult,0,3,0,2,1,40.0,259.0,0,none,54
+51,rural_health_centre,O2_0120,rural,15,0,0,0,0,none,0,0,8.5,0,0,3,6,0,0,0,0,0,0,9,no_oxygen_source,2021,4,9,pneumonia_child,0,9,0,6,2,28.0,135.0,0,none,82
+52,rural_health_centre,O2_0159,rural,5,0,0,0,0,none,0,0,16.4,0,1,1,2,0,0,0,0,0,0,30,empty_cylinders_not_collected,2024,3,4,heart_failure,0,4,0,1,1,0.0,200.0,0,none,7
+53,rural_health_centre,O2_0091,rural,21,0,0,0,0,cylinder_portable,0,0,12.7,0,0,2,16,0,1,0,0,0,0,23,no_oxygen_source,2023,5,3,asthma_severe,0,3,0,1,0,43.0,37.0,0,none,42
+54,rural_health_centre,O2_0165,peri_urban,5,0,0,0,0,oxygen_concentrator,0,0,15.6,0,1,2,170,0,0,0,0,0,0,8,PSA_plant_breakdown,2024,4,1,pneumonia_adult,0,1,0,0,0,43.0,225.0,1,none,72
+55,rural_health_centre,O2_0150,rural,5,0,0,0,0,none,0,0,11.1,0,1,1,49,0,0,0,0,1,1,0,not_applicable,2024,3,4,COVID19_severe,1,3,0,2,0,34.0,104.0,0,grid_unreliable,30
+56,rural_health_centre,O2_0134,rural,39,0,0,0,0,cylinder_portable,0,0,5.8,0,1,1,58,0,0,0,0,0,0,6,no_oxygen_source,2023,6,7,neonatal_respiratory,0,7,0,5,2,21.0,214.0,0,none,63
+57,rural_health_centre,O2_0065,rural,5,0,0,0,0,none,0,0,3.6,0,0,1,35,0,0,0,0,0,0,2,power_outage,2021,3,3,surgical_anaesthesia,0,3,0,2,0,43.0,50.0,0,none,11
+58,rural_health_centre,O2_0003,rural,5,0,0,0,0,none,1,0,3.0,0,0,0,9,0,0,0,0,0,0,5,supplier_stockout,2023,1,3,pneumonia_child,0,3,0,2,0,32.0,31.0,0,none,8
+59,rural_health_centre,O2_0104,rural,52,0,0,0,1,cylinder_portable,0,0,6.1,1,0,2,14,0,1,0,0,0,0,1,no_oxygen_source,2024,10,3,trauma,0,3,0,1,0,18.0,30.0,0,none,6
+60,rural_health_centre,O2_0140,rural,57,0,0,0,0,none,0,0,4.8,0,1,1,89,0,0,0,0,0,0,18,power_outage,2023,9,2,heart_failure,0,2,0,1,0,70.0,176.0,0,none,110
+61,rural_health_centre,O2_0146,rural,48,0,0,0,0,none,0,0,4.2,1,0,0,26,0,0,0,0,0,0,2,cylinder_delivery_delay,2023,7,2,pneumonia_child,0,2,0,2,0,33.0,136.0,0,none,48
+62,rural_health_centre,O2_0029,rural,5,0,0,0,0,oxygen_concentrator,0,0,10.4,0,1,2,14,0,0,0,0,0,0,6,regulator_valve_failure,2021,1,5,pneumonia_child,0,5,0,4,2,33.0,229.0,1,none,98
+63,rural_health_centre,O2_0146,rural,17,0,0,0,0,none,0,0,21.5,0,0,0,6,0,0,0,0,0,0,5,concentrator_malfunction,2023,7,2,surgical_anaesthesia,0,2,0,1,0,10.0,197.0,0,none,30
+64,rural_health_centre,O2_0148,rural,58,0,0,0,0,none,0,0,3.6,0,1,0,29,0,0,0,0,0,0,20,cylinder_delivery_delay,2024,1,1,pneumonia_child,0,1,0,1,0,31.0,21.0,0,none,54
+65,rural_health_centre,O2_0068,urban,27,0,0,0,0,none,0,0,3.5,0,2,1,69,0,0,0,0,0,0,2,regulator_valve_failure,2024,4,2,surgical_anaesthesia,0,2,0,0,1,9.0,45.0,0,none,2
+66,rural_health_centre,O2_0132,rural,31,0,0,0,0,none,0,0,2.1,0,0,1,55,0,0,0,0,0,0,4,power_outage,2024,6,4,pneumonia_adult,0,4,0,1,1,28.0,70.0,0,none,58
+67,rural_health_centre,O2_0052,rural,49,0,0,0,0,cylinder_portable,0,0,13.2,0,0,2,11,0,0,0,0,0,0,5,demand_surge,2023,1,2,sepsis,0,2,0,0,0,13.0,257.0,0,solar,62
+68,rural_health_centre,O2_0171,rural,32,0,0,0,0,cylinder_piped,0,0,14.7,0,0,0,8,0,0,0,0,0,0,3,empty_cylinders_not_collected,2022,4,2,severe_malaria,0,2,0,1,0,19.0,359.0,0,none,176
+69,rural_health_centre,O2_0060,rural,29,0,0,0,0,none,0,0,1.0,0,0,3,18,0,0,0,0,0,0,1,no_oxygen_source,2022,7,3,neonatal_respiratory,0,3,0,1,0,9.0,385.0,0,solar,38
+70,rural_health_centre,O2_0039,rural,5,0,0,1,0,oxygen_concentrator,0,0,17.5,0,1,1,12,0,0,0,0,0,0,21,demand_surge,2024,12,1,pneumonia_adult,0,1,0,1,0,42.0,463.0,0,none,0
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+1968,rural_health_centre,O2_0198,rural,30,0,0,0,0,none,0,0,3.8,0,0,0,17,0,0,0,0,0,0,1,no_oxygen_source,2022,12,5,COVID19_severe,0,5,0,2,2,20.0,176.0,0,none,54
+1969,rural_health_centre,O2_0026,rural,46,0,0,0,0,none,0,0,24.3,0,1,1,48,0,0,0,0,0,0,9,cylinder_delivery_delay,2024,12,2,neonatal_respiratory,0,2,0,2,1,60.0,275.0,0,none,21
+1970,rural_health_centre,O2_0151,urban,41,0,0,0,0,cylinder_portable,0,0,6.7,0,0,1,31,0,0,0,0,0,0,10,power_outage,2024,5,3,surgical_anaesthesia,0,3,0,2,1,40.0,179.0,1,none,191
+1971,rural_health_centre,O2_0057,rural,5,0,0,0,0,none,0,0,2.5,0,3,2,48,0,0,0,0,1,0,0,not_applicable,2024,3,2,surgical_anaesthesia,0,2,0,1,0,9.0,233.0,0,none,85
+1972,rural_health_centre,O2_0153,rural,5,0,1,0,0,none,0,0,18.8,0,0,0,35,0,0,0,0,1,0,0,not_applicable,2024,7,4,pneumonia_child,0,4,0,2,0,63.0,142.0,0,none,46
+1973,rural_health_centre,O2_0142,rural,90,0,0,0,0,cylinder_portable,2,0,0.2,0,0,2,34,0,0,0,0,0,0,30,cylinder_delivery_delay,2024,6,5,pneumonia_adult,0,5,0,3,1,2.0,160.0,0,none,6
+1974,rural_health_centre,O2_0149,rural,16,0,0,0,0,none,0,0,12.8,0,1,2,79,0,0,0,0,0,0,30,no_oxygen_source,2021,7,3,severe_malaria,0,3,0,1,0,37.0,399.0,0,none,51
+1975,rural_health_centre,O2_0091,rural,48,0,0,0,0,oxygen_concentrator,0,0,2.1,0,1,1,64,0,0,0,0,0,0,8,power_outage,2023,6,3,COVID19_severe,0,3,0,1,0,29.0,303.0,0,none,26
+1976,rural_health_centre,O2_0156,rural,5,0,0,1,0,none,0,0,39.0,0,0,1,4,0,0,0,0,0,0,24,cylinder_delivery_delay,2022,7,5,COPD_exacerbation,0,5,0,2,1,34.0,104.0,0,grid_unreliable,15
+1977,rural_health_centre,O2_0126,rural,22,0,0,0,0,none,0,0,11.4,0,0,0,38,0,0,0,0,0,0,14,PSA_plant_breakdown,2024,11,5,pneumonia_child,0,5,0,4,1,23.0,146.0,0,grid_unreliable,24
+1978,rural_health_centre,O2_0152,rural,5,0,0,0,0,none,0,0,2.0,1,1,1,69,0,0,0,0,0,0,1,no_oxygen_source,2022,11,1,pneumonia_child,0,1,0,1,0,39.0,13.0,0,none,34
+1979,rural_health_centre,O2_0176,rural,42,0,0,0,0,none,0,0,2.7,0,1,1,15,0,0,0,0,0,0,13,cylinder_delivery_delay,2022,7,1,COVID19_severe,0,1,0,1,0,46.0,8.0,0,none,34
+1980,rural_health_centre,O2_0016,rural,5,0,0,0,0,cylinder_portable,0,0,16.8,0,1,2,33,0,0,0,0,0,0,9,power_outage,2022,4,7,pneumonia_adult,0,7,0,2,1,35.0,104.0,0,none,150
+1981,rural_health_centre,O2_0119,rural,52,0,0,0,0,none,0,0,0.3,0,0,3,7,0,0,0,0,0,0,1,no_oxygen_source,2024,5,2,pneumonia_child,0,2,0,2,0,58.0,11.0,0,none,34
+1982,rural_health_centre,O2_0113,rural,5,0,0,0,0,none,0,0,8.8,0,1,2,17,0,0,0,0,0,0,5,funding_for_refill,2024,3,5,pneumonia_adult,0,5,0,3,2,9.0,46.0,0,none,15
+1983,rural_health_centre,O2_0114,rural,5,0,0,0,0,none,0,0,6.0,0,0,2,88,0,0,0,0,1,1,0,not_applicable,2023,9,7,other_hypoxemia,0,7,0,3,0,36.0,10.0,0,grid_unreliable,82
+1984,rural_health_centre,O2_0133,urban,67,0,0,0,0,none,0,0,8.1,0,0,0,72,0,0,0,0,0,0,8,concentrator_malfunction,2021,10,5,other_hypoxemia,0,5,0,4,1,29.0,56.0,0,none,156
+1985,rural_health_centre,O2_0107,urban,5,0,0,0,0,none,0,0,5.0,0,1,1,109,0,0,0,0,0,0,16,empty_cylinders_not_collected,2023,10,6,COPD_exacerbation,0,6,0,3,1,52.0,49.0,0,none,33
+1986,rural_health_centre,O2_0101,rural,5,0,0,0,0,none,0,0,2.3,0,0,1,40,0,0,0,0,0,0,4,no_oxygen_source,2024,12,3,COPD_exacerbation,0,3,0,2,1,26.0,31.0,0,none,14
+1987,rural_health_centre,O2_0180,rural,33,0,0,0,0,none,0,0,0.6,0,1,0,4,0,0,0,0,0,0,4,power_outage,2023,3,3,surgical_anaesthesia,0,3,0,2,1,41.0,125.0,0,none,20
+1988,rural_health_centre,O2_0178,peri_urban,14,0,0,0,0,none,0,0,2.0,0,0,0,10,0,0,0,0,0,0,4,funding_for_refill,2024,6,2,sepsis,0,2,0,1,1,29.0,119.0,0,solar,0
+1989,rural_health_centre,O2_0114,rural,5,0,0,0,0,none,0,0,4.1,0,1,1,59,0,0,0,0,0,0,10,no_oxygen_source,2023,8,3,pneumonia_adult,0,3,0,0,0,16.0,202.0,0,none,191
+1990,rural_health_centre,O2_0148,rural,42,0,0,0,0,cylinder_portable,0,0,1.4,0,1,1,18,0,0,0,0,0,0,1,demand_surge,2022,7,1,pneumonia_adult,0,1,0,1,0,16.0,18.0,0,none,189
+1991,rural_health_centre,O2_0194,rural,5,0,0,0,0,none,0,0,13.2,0,0,1,4,0,0,0,0,0,0,10,no_oxygen_source,2024,4,5,other_hypoxemia,0,5,0,2,2,0.0,27.0,0,none,28
+1992,rural_health_centre,O2_0127,rural,10,0,0,0,0,cylinder_portable,0,0,34.6,0,0,0,88,0,0,0,0,0,0,1,no_oxygen_source,2023,3,2,neonatal_respiratory,0,2,0,1,0,51.0,217.0,0,none,11
+1993,rural_health_centre,O2_0119,urban,5,0,0,0,0,oxygen_concentrator,0,0,1.1,0,0,1,74,0,0,0,0,0,0,30,power_outage,2022,7,3,neonatal_respiratory,0,3,0,3,1,48.0,162.0,0,solar,152
+1994,rural_health_centre,O2_0197,rural,23,0,0,0,0,oxygen_concentrator,0,0,5.7,0,1,0,11,0,0,0,0,0,0,27,demand_surge,2024,6,3,asthma_severe,0,3,0,3,1,40.0,72.0,0,none,288
+1995,rural_health_centre,O2_0031,rural,5,0,0,0,0,none,0,0,2.5,0,0,4,8,0,0,0,0,1,1,7,no_oxygen_source,2022,4,6,pneumonia_child,1,5,0,3,0,47.0,100.0,0,none,49
+1996,rural_health_centre,O2_0063,rural,18,0,0,0,0,none,0,0,1.3,0,0,0,38,0,0,0,0,0,0,11,no_oxygen_source,2021,9,3,severe_malaria,0,3,0,2,0,29.0,18.0,0,none,35
+1997,rural_health_centre,O2_0164,urban,43,0,0,0,0,cylinder_portable,0,0,14.9,0,0,0,51,0,1,0,0,0,0,14,funding_for_refill,2024,5,2,neonatal_respiratory,0,2,0,1,0,18.0,367.0,0,none,2
+1998,rural_health_centre,O2_0013,peri_urban,98,0,0,0,0,none,0,0,19.2,0,0,1,44,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,12,4,asthma_severe,0,4,0,2,1,36.0,172.0,0,none,21
+1999,rural_health_centre,O2_0047,rural,12,0,0,0,0,none,0,0,6.9,0,1,1,15,0,1,1,0,1,1,15,concentrator_malfunction,2023,3,5,COPD_exacerbation,0,5,0,3,0,56.0,8.0,0,none,293
+2000,rural_health_centre,O2_0014,rural,26,0,0,0,0,none,0,0,3.0,0,1,1,77,0,0,0,0,0,0,30,no_oxygen_source,2024,4,3,neonatal_respiratory,0,3,0,3,1,25.0,97.0,0,solar,14
+2001,rural_health_centre,O2_0176,urban,17,0,0,0,0,none,0,0,1.5,0,1,1,88,0,0,0,0,0,0,6,cylinder_delivery_delay,2022,1,2,severe_malaria,0,2,0,0,0,27.0,107.0,0,none,187
+2002,rural_health_centre,O2_0072,rural,49,0,0,1,0,none,0,0,2.5,0,0,0,4,0,1,0,0,0,0,30,piping_system_leak,2024,4,1,COPD_exacerbation,0,1,0,1,0,39.0,134.0,0,none,59
+2003,rural_health_centre,O2_0077,rural,5,0,0,0,0,none,0,0,2.6,0,0,0,18,0,0,0,0,0,0,5,no_oxygen_source,2022,4,2,sepsis,0,2,0,2,0,34.0,333.0,0,none,188
+2004,rural_health_centre,O2_0187,rural,15,0,0,0,0,cylinder_portable,0,0,12.7,1,1,2,31,0,0,0,0,0,0,1,no_oxygen_source,2021,9,4,severe_malaria,0,4,0,1,0,39.0,85.0,0,generator_only,127
+2005,rural_health_centre,O2_0044,peri_urban,7,0,0,0,0,oxygen_concentrator,0,0,0.7,0,1,1,1,0,1,0,0,0,0,22,no_oxygen_source,2024,8,4,pneumonia_adult,0,4,0,2,1,50.0,615.0,0,none,55
+2006,rural_health_centre,O2_0043,rural,64,0,0,0,0,oxygen_concentrator,1,0,7.2,0,1,0,41,0,0,0,0,0,0,1,no_oxygen_source,2022,12,1,sepsis,0,1,0,1,0,31.0,9.0,0,none,121
+2007,rural_health_centre,O2_0183,peri_urban,5,0,0,0,0,none,1,0,11.1,0,1,0,10,0,0,0,0,0,0,20,no_oxygen_source,2022,2,1,trauma,0,1,0,0,0,44.0,13.0,1,none,109
+2008,rural_health_centre,O2_0007,rural,52,0,0,0,0,none,0,0,1.4,0,0,1,99,0,0,0,0,0,0,3,no_oxygen_source,2022,11,3,COVID19_severe,0,3,0,1,1,62.0,138.0,0,none,43
+2009,rural_health_centre,O2_0169,rural,5,0,0,0,0,none,1,0,1.9,0,0,3,30,0,0,0,0,0,0,5,funding_for_refill,2024,9,2,pneumonia_adult,0,2,0,2,0,54.0,3.0,0,none,42
+2010,rural_health_centre,O2_0038,rural,35,0,0,0,0,none,0,0,2.8,0,0,1,89,0,0,0,0,0,0,30,cylinder_delivery_delay,2022,2,3,severe_malaria,0,3,0,1,0,0.0,248.0,1,grid_unreliable,10
+2011,rural_health_centre,O2_0196,rural,5,0,0,0,0,none,1,0,5.2,1,3,1,34,0,0,0,0,0,0,11,supplier_stockout,2024,12,4,other_hypoxemia,0,4,0,2,1,28.0,316.0,0,grid_reliable,81
+2012,rural_health_centre,O2_0199,rural,5,0,0,0,0,cylinder_portable,0,0,20.5,0,0,2,101,0,0,0,0,0,0,12,cylinder_delivery_delay,2023,2,4,pneumonia_child,0,4,0,3,1,81.0,195.0,0,none,2
+2013,rural_health_centre,O2_0085,rural,18,0,0,0,0,cylinder_portable,0,0,7.6,0,0,0,2,0,0,0,0,0,0,30,no_oxygen_source,2024,11,3,severe_malaria,0,3,0,2,1,40.0,42.0,0,none,63
+2014,rural_health_centre,O2_0001,rural,57,0,0,0,0,none,0,0,13.0,0,0,2,33,0,0,0,0,0,0,8,supplier_stockout,2024,11,2,pneumonia_child,0,2,0,1,0,29.0,53.0,0,none,39
+2015,rural_health_centre,O2_0033,rural,5,0,0,0,0,none,0,0,6.4,0,2,0,67,0,0,0,0,0,0,6,no_oxygen_source,2022,8,6,pneumonia_adult,0,6,0,5,0,23.0,51.0,0,grid_unreliable,19
+2016,rural_health_centre,O2_0120,rural,5,0,1,0,0,none,0,0,1.3,0,3,2,74,0,0,0,0,0,0,1,no_oxygen_source,2023,12,7,COVID19_severe,0,7,0,5,2,2.0,0.0,0,none,45
+2017,rural_health_centre,O2_0096,rural,5,0,0,0,0,oxygen_concentrator,2,0,34.8,0,0,1,8,0,0,0,0,0,0,9,power_outage,2023,2,5,other_hypoxemia,0,5,0,1,0,71.0,56.0,0,none,67
+2018,rural_health_centre,O2_0030,rural,11,0,0,0,0,none,0,0,6.5,0,1,1,24,0,0,0,0,0,0,3,cylinder_delivery_delay,2024,7,3,pneumonia_adult,0,3,0,3,1,24.0,243.0,0,solar,14
+2019,rural_health_centre,O2_0024,rural,87,0,0,0,0,none,0,0,30.4,0,0,1,42,0,0,0,0,0,0,1,cylinder_delivery_delay,2024,3,0,heart_failure,0,0,0,0,0,54.0,12.0,1,none,39
+2020,rural_health_centre,O2_0148,rural,5,0,0,0,0,none,0,0,12.8,0,1,1,34,0,0,0,0,0,0,5,regulator_valve_failure,2021,12,4,severe_malaria,0,4,0,2,0,19.0,225.0,0,none,116
+2021,rural_health_centre,O2_0112,rural,29,0,0,0,0,none,0,0,1.9,0,0,1,15,0,0,0,0,0,0,10,concentrator_malfunction,2022,5,2,COVID19_severe,0,2,0,1,0,46.0,114.0,0,generator_only,45
+2022,rural_health_centre,O2_0055,peri_urban,11,0,0,0,0,cylinder_portable,0,0,1.4,0,0,2,0,0,0,0,0,0,0,3,concentrator_malfunction,2022,11,5,pneumonia_adult,0,5,0,4,0,22.0,213.0,0,none,24
+2023,rural_health_centre,O2_0083,rural,41,0,0,0,1,cylinder_portable,0,0,4.2,1,1,1,23,0,0,0,0,0,0,8,supplier_stockout,2021,8,3,COPD_exacerbation,0,3,0,2,0,41.0,37.0,0,none,140
+2024,rural_health_centre,O2_0061,peri_urban,32,0,0,0,0,oxygen_concentrator,1,0,10.0,0,0,2,83,0,0,0,0,1,1,0,not_applicable,2022,6,4,pneumonia_adult,0,4,0,2,0,50.0,13.0,0,none,41
+2025,rural_health_centre,O2_0183,rural,19,0,0,0,0,none,2,0,15.5,0,0,0,124,0,0,0,0,0,0,19,no_oxygen_source,2022,12,3,asthma_severe,0,3,0,1,0,3.0,78.0,0,none,77
+2026,rural_health_centre,O2_0196,urban,5,0,0,0,0,none,0,0,2.8,0,0,0,30,0,0,0,0,0,0,1,no_oxygen_source,2021,12,1,pneumonia_child,0,1,0,0,0,48.0,70.0,0,none,39
+2027,rural_health_centre,O2_0121,rural,15,0,0,0,0,none,0,0,1.2,0,2,4,16,0,0,0,0,0,0,8,supplier_stockout,2022,4,2,other_hypoxemia,0,2,0,1,0,10.0,382.0,0,none,45
+2028,rural_health_centre,O2_0081,rural,106,0,0,0,0,none,0,0,9.2,0,0,0,43,0,0,0,0,1,1,0,not_applicable,2023,10,6,pneumonia_adult,0,6,0,5,0,27.0,73.0,0,solar,20
+2029,rural_health_centre,O2_0036,rural,82,0,0,0,0,none,0,0,16.2,0,1,1,43,0,0,0,0,1,1,0,not_applicable,2023,4,2,COPD_exacerbation,0,2,0,0,0,54.0,119.0,0,none,61
+2030,rural_health_centre,O2_0168,rural,49,0,1,0,0,oxygen_concentrator,0,0,4.2,0,0,1,1,0,0,0,0,0,0,10,concentrator_malfunction,2023,1,3,surgical_anaesthesia,0,3,0,1,0,13.0,283.0,0,none,33
+2031,rural_health_centre,O2_0045,rural,5,0,0,0,0,none,0,0,16.6,0,1,1,2,0,0,0,0,0,0,3,funding_for_refill,2024,3,4,surgical_anaesthesia,0,4,0,4,2,39.0,162.0,0,none,44
+2032,rural_health_centre,O2_0059,rural,5,0,0,0,0,none,0,0,9.6,0,0,1,83,0,0,0,0,0,0,20,no_oxygen_source,2023,7,1,pneumonia_child,0,1,0,0,0,36.0,109.0,0,solar,101
+2033,rural_health_centre,O2_0105,peri_urban,5,0,0,0,0,none,0,0,7.8,0,1,2,3,0,0,0,0,0,0,3,no_oxygen_source,2022,8,3,other_hypoxemia,0,3,0,2,0,43.0,557.0,0,grid_unreliable,6
+2034,rural_health_centre,O2_0142,rural,14,0,0,0,0,none,0,0,33.2,0,0,0,15,0,0,0,0,0,0,1,no_oxygen_source,2024,9,3,COPD_exacerbation,0,3,0,2,0,7.0,63.0,0,none,66
+2035,rural_health_centre,O2_0172,rural,26,0,0,0,0,none,0,0,9.8,0,1,0,53,0,0,0,0,1,1,0,not_applicable,2023,7,0,COVID19_severe,0,0,0,0,0,9.0,108.0,0,none,41
+2036,rural_health_centre,O2_0021,rural,117,0,0,0,0,cylinder_portable,0,0,45.7,0,2,2,0,0,0,0,0,0,0,3,supplier_stockout,2024,11,2,pneumonia_adult,0,2,0,1,0,0.0,137.0,0,none,229
+2037,rural_health_centre,O2_0071,rural,5,0,0,0,0,none,0,0,36.8,0,0,1,60,0,0,0,0,0,0,1,no_oxygen_source,2022,9,4,neonatal_respiratory,0,4,0,2,1,38.0,96.0,0,none,50
+2038,rural_health_centre,O2_0042,rural,39,0,0,0,0,none,0,0,10.3,0,1,1,1,0,0,0,0,0,0,4,no_oxygen_source,2022,1,1,neonatal_respiratory,0,1,0,0,0,63.0,29.0,0,none,64
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